PostgreSQL 16 Released with Notable Improvements

PostgreSQL 16 open-source RDBMS improves performance, logical replication, monitoring, and access control.

PostgreSQL is a powerful open-source relational database management system (RDBMS) known for its robustness, scalability, and extensibility. Its various extensions, tools, and support for advanced data types make it a popular choice for web applications, data warehousing, geospatial databases, and more.

With the release of PostgreSQL 16, this powerful database system takes another significant leap forward, reinforcing its position as the “world’s most advanced open-source RDBMS.”

So, let’s explore how this new major version elevates the database management experience, making it more robust, efficient, and secure than ever before.

PostgreSQL 16 Highlights

PostgreSQL 16
PostgreSQL 16

In PostgreSQL 16, users can expect a treasure trove of enhancements and optimizations designed to streamline operations, boost data replication, provide deeper insights into system performance, and reinforce data security.

Improved Performance

In PostgreSQL, the query planner is a crucial component of the query execution process. It plays a fundamental role in determining the most efficient way to execute a SQL query.

PostgreSQL 16 improves its existing functionality with additional query planner optimizations. It can now parallelize FULL and RIGHT joins to generate better-optimized plans for queries that use aggregate functions with a DISTINCT or ORDER BY clause.

On top of that, this release uses incremental sorts for SELECT DISTINCT queries and optimizes window functions to run faster.

Last, PostgreSQL 16 introduces SIMD-based (Single Instruction Multiple Data) CPU acceleration in both x86 and ARM architectures, resulting in improved speed for processing ASCII and JSON strings and array and subtransaction searches.

Logical Replication

Logical replication in PostgreSQL is a method of replicating data changes from one PostgreSQL database (the “publisher” or “source”) to another PostgreSQL database (the “subscriber” or “target”) in a highly customizable and flexible manner.

Unlike physical replication, which replicates the binary data files of the database, logical replication works at a higher level of abstraction, replicating changes in the form of SQL statements or logical records.

The PostgreSQL 16 builds upon the existing functionality, as users can perform logical replication from a standby instance, which means that the standby can now publish logical changes to other servers.

This gives developers new workload-sharing alternatives, such as employing a standby rather than the busier main to duplicate changes to downstream systems logically.

Enhanced Security

PostgreSQL 16 significantly advances access control and security for the open-source database system. This release introduces more robust access control mechanisms, giving administrators greater flexibility in defining and managing user permissions.

It enhances the management of the “pg_hba.conf” and “pg_ident.conf” files by providing regular expression matching for user and database names, as well as “include” directives for external configuration files.

Furthermore, the latest PostgreSQL release includes various security-related client connection settings, such as “require_auth,” which allows clients to specify which authentication parameters they can accept from a server.


A well-tuned database system minimizes unnecessary I/O operations, optimizing data retrieval and storage efficiency. In this light, a fundamental aspect of optimizing the performance of database workloads lies in gaining a deep understanding of the profound influence they wield over your system.

In this regard, PostgreSQL 16 introduces “pg_stat_io,” a new source of essential I/O metrics for granular I/O access pattern analysis. On top of that, it adds a new field to the “pg_stat_all_tables” view that records a timestamp representing when a table or index was last scanned.

Of course, PostgreSQL 16 includes many other interesting new features and improvements. The official announcement and the release notes contain a complete list of them.

Bobby Borisov

Bobby Borisov

Bobby, an editor-in-chief at Linuxiac, is a Linux professional with over 20 years of experience. With a strong focus on Linux and open-source software, he has worked as a Senior Linux System Administrator, Software Developer, and DevOps Engineer for small and large multinational companies.

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